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Debayan Gupta

Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks

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Sep 26, 2024
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SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation

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Jun 12, 2024
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Developmental Pretraining (DPT) for Image Classification Networks

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Dec 01, 2023
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Sem-CS: Semantic CLIPStyler for Text-Based Image Style Transfer

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Jul 12, 2023
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Synthpop++: A Hybrid Framework for Generating A Country-scale Synthetic Population

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Apr 24, 2023
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ContextCLIP: Contextual Alignment of Image-Text pairs on CLIP visual representations

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Nov 14, 2022
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BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning

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Feb 06, 2022
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Scotch: An Efficient Secure Computation Framework for Secure Aggregation

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Jan 19, 2022
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S++: A Fast and Deployable Secure-Computation Framework for Privacy-Preserving Neural Network Training

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Jan 28, 2021
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Differential Euler: Designing a Neural Network approximator to solve the Chaotic Three Body Problem

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Jan 21, 2021
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